Jack Dorsey to cut 4,000 jobs due to AI advances at Square parent Block

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Even though my dataset is very small, I think it's sufficient to conclude that LLMs can't consistently reason. Also their reasoning performance gets worse as the SAT instance grows, which may be due to the context window becoming too large as the model reasoning progresses, and it gets harder to remember original clauses at the top of the context. A friend of mine made an observation that how complex SAT instances are similar to working with many rules in large codebases. As we add more rules, it gets more and more likely for LLMs to forget some of them, which can be insidious. Of course that doesn't mean LLMs are useless. They can be definitely useful without being able to reason, but due to lack of reasoning, we can't just write down the rules and expect that LLMs will always follow them. For critical requirements there needs to be some other process in place to ensure that these are met.

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当天,Block 发布第四季度财报:毛利润同比增长 24%,每股收益超出分析师预期。 但与此同时,公司宣布裁员超过 4000 人,占员工总数约 46%。,更多细节参见快连下载安装

他写道:“与通常能够轻松应对行业波动的企业不同,英伟达相对于其盈利和现金流而言沉重的供应义务,使得市场低谷对英伟达而言构成更大的潜在风险。”